Translation Invariance in Object Recognition, and Its Relation to Other Visual Transformations

Human object recognition is generally considered to tolerate changes of the stimulus position in the visual field. A number of recent studies, however, have cast doubt on the completeness of translation invariance. In a new series of experiments we tried to investigate whether positional specificity of short-term memory is a general property of visual perception. We tested same/different discrimination of computer graphics models that were displayed at the same or at different locations of the visual field, and found complete translation invariance, regardless of the similarity of the animals and irrespective of direction and size of the displacement (Exp. 1 and 2). Decisions were strongly biased towards same decisions if stimuli appeared at a constant location, while after translation subjects displayed a tendency towards different decisions. Even if the spatial order of animal limbs was randomized ("scrambled animals"), no deteriorating effect of shifts in the field of view could be detected (Exp. 3). However, if the influence of single features was reduced (Exp. 4 and 5) small but significant effects of translation could be obtained. Under conditions that do not reveal an influence of translation, rotation in depth strongly interferes with recognition (Exp. 6). Changes of stimulus size did not reduce performance (Exp. 7). Tolerance to these object transformations seems to rely on different brain mechanisms, with translation and scale invariance being achieved in principle, while rotation invariance is not.

A comparison of the alr and ilr transformations for kernel density estimation of compositional data

In a seminal paper, Aitchison and Lauder (1985) introduced classical kernel density estimation techniques in the context of compositional data analysis. Indeed, they gave two options for the choice of the kernel to be used in the kernel estimator. One of these kernels is based on the use the alr transformation on the simplex SD jointly with the normal distribution on RD-1. However, these authors themselves recognized that this method has some deficiencies. A method for overcoming these dificulties based on recent developments for compositional data analysis and multivariate kernel estimation theory, combining the ilr transformation with the use of the normal density with a full bandwidth matrix, was recently proposed in Martín-Fernández, Chacón and Mateu- Figueras (2006). Here we present an extensive simulation study that compares both methods in practice, thus exploring the finite-sample behaviour of both estimators

An Interval Intelligent-based Approach for Fault Detection and Modelling

Not considered in the analytical model of the plant, uncertainties always dramatically decrease the performance of the fault detection task in the practice. To cope better with this prevalent problem, in this paper we develop a methodology using Modal Interval Analysis which takes into account those uncertainties in the plant model. A fault detection method is developed based on this model which is quite robust to uncertainty and results in no false alarm. As soon as a fault is detected, an ANFIS model is trained in online to capture the major behavior of the occurred fault which can be used for fault accommodation. The simulation results understandably demonstrate the capability of the proposed method for accomplishing both tasks appropriately

“Ciudad”: probabilidad emergente de un organismo vivo. Una aproximación epistemológica a la relación universidad-ciudad en tanto problema filosófico contemporáneo

En este artículo* se repiensa el concepto de “ciudad” mediante una aproximación epistemológica a la relación universidad-ciudad en tanto problema filosófico contemporáneo con el propósito de identificar aquellos aspectos provenientes de las teorías urbanas que permitan responder crítica y creativamente a las siguientes preguntas: ¿cómo repensar con rigor teórico-metodológico la relación universidad-ciudad en tanto problema filosófico contemporáneo? y ¿cómo producir, justificar y usar conocimiento para repensar el sentido y el contenido de la relación entre los conceptos de campus universitario y de lo social?En respuesta a la primera pregunta se abordan, en primer lugar, los conceptos de ciudad moderna y de metrópoli contemporánea señalando elementos generales de la relación universidad-ciudad en los orígenes de la ciudad moderna y elementos específicos de esa misma relación en las transformaciones de la metrópoli contemporánea. En segundo lugar, se destacan las connotaciones del concepto de ciudad moderna, entendido como la operación de reunir agrupaciones de operaciones diferenciadas, y las connotaciones del concepto de metrópoli contemporánea, entendido como territorialidad de la aberración del sentido común de la modernidad en su actual fase escotósica de globalización informatizada. En tercer lugar, se presenta el concepto de campus universitario desagregado en los modelos de ciudad universitaria y de universidad ciudadana, destacando las lógicas de las territorialidades de la ciudad moderna y de la metrópoli contemporánea para mostrar la falsa dualidad existente entre tales modelos y entre tales lógicas.Como respuesta a la segunda pregunta se presenta el método de la tematización metafórica, mediante cuya aplicación se propone: i) repensar el concepto de “ciudad”, re-entendiéndolo como probabilidad emergente de un organismo vivo; ii) repensar el concepto de “lo social”, re-concibiéndolo como campo relacional entre manifestaciones conscientes del ser en proceso de totalización inacabado y iii) repensar el concepto de “región”, re-entendiéndolo como categoría de análisis espacio-temporal, territorial, jurisdiccional y funcional del campo relacional de lo social.Finalmente, se plantea un nuevo interrogante en torno a si, acaso, desde el sentido de trascendencia del intercambio orgánico de energía entre manifestaciones conscientes del ser, sea posible proponer un enfoque regional para la alternatividad al desarrollo desde teorías de complejidad como un paso siguiente a esta aproximación epistemológica de la relación universidad-ciudad en tanto problema filosófico contemporáneo.* Artículo basado en el ensayo titulado ¿“CIUDAD”?: REGIÓN. Una aproximación epistemológica a la relación universidad-ciudad como problema filosófico contemporáneo, elaborado en el curso sobre Historia de la Filosofía Contemporánea ofrecido por el profesor Francisco Sierra Gutiérrez en la Facultad de Filosofía de la Pontificia Universidad Javeriana durante el semestre II de 2004. Este artículo hace parte del Programa Docente Individualizado del autor con miras a la propuesta de un “Enfoque regional para la alternatividad al desarrollo ERPAD: una aproximación epistemológica desde las teorías de complejidad”, en el marco del Programa de Doctorado en Urbanismo ofrecido por la Universidad Central de Venezuela en convenio con la Universidad Nacional de Colombia.-----This article reviews the concept of “city” through an epistemological approach to the contemporary philosophical problem of the university-city relationship, with the purpose of identifying those elements of urban theories that can help to provide a critical and creative answer to the following questions: How can the contemporary philosophical problem of the university-city relationship be reviewed with scientific rigor, that is, by using theories and methods thoroughly? How to produce, justify and use knowledge to review the meaning and content of the relationship between the concepts of university campus and social sphere?In order to answer the first question, the concepts of ‘modern city’ and ‘contemporary metropolis’ are initially discussed; general elements of the relationship university-city can be found in the origins of modern cities, whereas more specific ones can be identified in the transformations of contemporary metropolis. Secondly, the author highlights the connotations of the concept of ‘modern city’ –the act of gathering groups which perform different operations—, as well as those of the concept of ‘contemporary metropolis’ –a territory where common sense becomes aberrant in the current stage of computerized globalization. Thirdly, the concept of ‘university campus’ is disintegrated into the models of a city for university students and a university for citizens; the logic behind territoriality in modern cities and contemporary metropolis is pointed out in order to show the false duality between such models and such logic.To answer the second question, the metaphoric thematization method is introduced with the purpose of: i) reviewing the concept of ‘city’, so that it is understood as a new possibility for living organisms; ii) reviewing the concept of ‘social sphere’, so as to conceive it as the arena where man’s conscious manifestations relate to each other in an unfinished process of totalization; and iii) reviewing the concept of ‘region’, so that it can be seen as a type of spatial, time, territorial, jurisdictional and functional analysis of the arena where social matters relate.Finally, a new question is raised as to whether, in fact, from the transcendence of the organic exchange of energy between man’s conscious manifestations, it is possible to put forward a regional approach from the complexity of theories as an alternative for development, as the next step to be taken after this epistemological approach to the contemporary philosophical problem of the university-city relationship.

Valor en riesgo del portafolio de TES de los bancos colombianos

En este trabajo se realiza la medición del riesgo de mercado para el portafolio de TES de un banco colombiano determinado, abordando el pronóstico de valor en riesgo (VaR) mediante diferentes modelos multivariados de volatilidad: EWMA, GARCH ortogonal, GARCH robusto, así como distintos modelos de VaR con distribución normal y distribución t-student, evaluando su eficiencia con las metodologías de backtesting propuestas por Candelon et al. (2011) con base en el método generalizado de momentos, junto con los test de independencia y de cobertura condicional planteados por Christoffersen y Pelletier (2004) y por Berkowitz, Christoffersen y Pelletier (2010). Los resultados obtenidos demuestran que la mejor especificación del VaR para la medición del riesgo de mercado del portafolio de TES de los bancos colombianos, es el construido a partir de volatilidades EWMA y basado en la distribución normal, ya que satisface las hipótesis de cobertura no condicional, independencia y cobertura condicional, al igual que los requerimientos estipulados en Basilea II y en la normativa vigente en Colombia.

Media bias and central bank response. Evidence from the nominal exchange rate behavior in Colombia

Since 1991 Colombia has had a market-determined Peso - US Dollar Nominal Exchange Rate (NER), after more than 20 years of controlled and multiple exchange rates. The behavior (revaluation / devaluation) of the NER is constantly reported in news, editorials and op-eds of major newspapers of the nation with particular attention to revaluation. The uneven reporting of revaluation episodes can be explained by the existence of an interest group particulary affected by revaluation, looking to increase awareness and sympathy for help from public institutions. Using the number of news and op-eds from a major Colombian newspaper, it is shown that there is an over-reporting of revaluation episodes in contrast to devaluation ones. Secondly, using text analysis upon the content of the news, it is also shown that the words devaluation and revaluation are far apart in the distribution of words within the news; and revaluation is highly correlated with words related to: public institutions, exporters and the need of assistance. Finally it is also shown that the probability of the central bank buying US dollars to lessen revaluation effects increases with the number of news; even though the central bank allegedly intervenes in the exchange rate market only to tame volatility or accumulate international reserves.

A simple test of momentum in foreign exchange markets

This study proposes a new method for testing for the presence of momentum in nominal exchange rates, using a probabilistic approach. We illustrate our methodology estimating a binary response model using information on local currency / US dollar exchange rates of eight emerging economies. After controlling for important variables a§ecting the behavior of exchange rates in the short-run, we show evidence of exchange rate inertia; in other words, we Önd that exchange rate momentum is a common feature in this group of emerging economies, and thus foreign exchange traders participating in these markets are able to make excess returns by following technical analysis strategies. We Önd that the presence of momentum is asymmetric, being stronger in moments of currency depreciation than of appreciation. This behavior may be associated with central bank intervention

Modelling official and parallel exchange rates in Colombia under alternative regimes: a non-linear approach

We examine the long-run relationship between the parallel and the official exchange rate in Colombia over two regimes; a crawling peg period and a more flexible crawling band one. The short-run adjustment process of the parallel rate is examined both in a linear and a nonlinear context. We find that the change from the crawling peg to the crawling band regime did not affect the long-run relationship between the official and parallel exchange rates, but altered the short-run dynamics. Non-linear adjustment seems appropriate for the first period, mainly due to strict foreign controls that cause distortions in the transition back to equilibrium once disequilibrium occurs

Piecemeal Oligopoly, Exchange Rate Uncertainty, and Trade Policy.

Este artículo analiza el efecto sistemático de la volatilidad de la tasa de cambio, cuando un gobierno local debe evaluar políticas comerciales estratégicas lineales y cuadráticas. Este ejercicio se realiza para modelos de mercado Cournot y Bertran. El modelo prueba que tanto el esquema lineal como el cuadrático tienen el mismo efecto sobre el bienestar social de los países, y que la volatilidad de la tasa de cambio domestica lleva a los gobiernos a reducir los subsidios a las exportaciones o bajan los impuestos a las exportaciones, de acuerdo a la variable estratégica elegida por las firmas. La tasa de cambio extranjera tiene diferentes efectos dependiendo de si las firmas producen bajos rendimientos a escalas constantes o decrecientes.

London, a school exchange : unidad didáctica.

Sugiere material complementario

Sample size requirements for interval estimation of the strengthof association effect sizes in multiple regression analysis

Resumen tomado de la publicación

Numerical model of solid phase transformations governed by nucleation and growth: microstructure development during isothermal crystallization

A simple numerical model which calculates the kinetics of crystallization involving randomly distributed nucleation and isotropic growth is presented. The model can be applied to different thermal histories and no restrictions are imposed on the time and the temperature dependences of the nucleation and growth rates. We also develop an algorithm which evaluates the corresponding emerging grain-size distribution. The algorithm is easy to implement and particularly flexible, making it possible to simulate several experimental conditions. Its simplicity and minimal computer requirements allow high accuracy for two- and three-dimensional growth simulations. The algorithm is applied to explore the grain morphology development during isothermal treatments for several nucleation regimes. In particular, thermal nucleation, preexisting nuclei, and the combination of both nucleation mechanisms are analyzed. For the first two cases, the universal grain-size distribution is obtained. The high accuracy of the model is stated from its comparison to analytical predictions. Finally, the validity of the Kolmogorov-Johnson-Mehl-Avrami model SSSR, is verified for all the cases studied

Destabilizing Mutations Alter the Hydrogen Exchange Mechanism in Ribonuclease A

The effect of strongly destabilizing mutations, I106A and V108G of Ribonuclease A (RNase A), on its structure and stability has been determined by NMR. The solution structures of these variants are essentially equivalent to RNase A. The exchange rates of the most protected amide protons in RNase A (35ºC), the I106A variant (35ºC), and the V108G variant (10ºC) yield stability values of 9.9, 6.0, and 6.8 kcal/mol, respectively, when analyzed assuming an EX2 exchange mechanism. Thus, the destabilization induced by these mutations is propagated throughout the protein. Simulation of RNase A hydrogen exchange indicates that the most protected protons in RNase A and the V108G variant exchange via the EX2 regime, whereas those of I106A exchange through a mixed EX1 1 EX2 process. It is striking that a single point mutation can alter the overall exchange mechanism. Thus, destabilizing mutations joins high temperatures, high pH and the presence of denaturating agents as a factor that induces EX1 exchange in proteins. The calculations also indicate a shift from the EX2 to the EX1 mechanism for less protected groups within the same protein. This should be borne in mind when interpreting exchange data as a measure of local stability in less protected regions

A proposal for the diagnosis of uncertain dynamic systems based on interval models

The performance of a model-based diagnosis system could be affected by several uncertainty sources, such as,model errors,uncertainty in measurements, and disturbances. This uncertainty can be handled by mean of interval models.The aim of this thesis is to propose a methodology for fault detection, isolation and identification based on interval models. The methodology includes some algorithms to obtain in an automatic way the symbolic expression of the residual generators enhancing the structural isolability of the faults, in order to design the fault detection tests. These algorithms are based on the structural model of the system. The stages of fault detection, isolation, and identification are stated as constraint satisfaction problems in continuous domains and solved by means of interval based consistency techniques. The qualitative fault isolation is enhanced by a reasoning in which the signs of the symptoms are derived from analytical redundancy relations or bond graph models of the system. An initial and empirical analysis regarding the differences between interval-based and statistical-based techniques is presented in this thesis. The performance and efficiency of the contributions are illustrated through several application examples, covering different levels of complexity.